The condition that the distribution functions \(F_n\)  converge uniformly is satisfied often in practice, since uniform convergence follows from pointwise convergence if \(F\)  is continuous (see, e.g., [1]}), which holds if \(X\)  has no point masses. Alternatively, uniform convergence of the distribution functions holds if the characteristic functions converge uniformly.
